After the bivariate analysis to assess the individual influence of factors on the development of malnutrition and inflammation, the combined analysis resulted in the following significant factors: gender, age, AMC measurement, serum albumin level, and time on HD. This evidence concerns the gene ALB and nutritional deficiency disease.